Overview

Dataset info

Number of variables16
Number of observations421570
Missing cells1422431 (21.1%)
Duplicate rows0 (0.0%)
Total size in memory51.9 MiB
Average record size in memory129.0 B

Variables types

Numeric13
Categorical2
Boolean1
Date0
URL0
Text (Unique)0
Rejected0
Unsupported0

Warnings

Date only contains datetime values, but is categorical. Consider applying pd.to_datetime()Type
Date has a high cardinality: 143 distinct values Warning
MarkDown1 has 270889 (64.3%) missing values Missing
MarkDown2 has 310322 (73.6%) missing values Missing
MarkDown3 has 284479 (67.5%) missing values Missing
MarkDown4 has 286603 (68.0%) missing values Missing
MarkDown5 has 270138 (64.1%) missing values Missing

Variables

CPI
Numeric

Distinct count2145
Unique (%)0.5%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean171.2019468
Minimum126.064
Maximum227.2328068
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum126.064
5-th percentile126.4962581
Q1132.0226667
Median182.3187801
Q3212.4169928
95-th percentile221.9415576
Maximum227.2328068
Range101.1688068
Interquartile range80.3943261

Descriptive statistics

Standard deviation39.15927562
Coef of variation0.2287314855
Kurtosis-1.829714364
Mean171.2019468
MAD38.06622321
Skewness0.08521928473
Sum72173604.72
Variance1533.448867
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[126.064 126.0703226 126.0810484 126.08737095 126.10441935 ... 227.00289015 227.02767625 227.19183995 227.2235474 227.2328068 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
129.8555333 711 0.2%
 
131.1083333 708 0.2%
 
129.8459667 707 0.2%
 
130.3849032 706 0.2%
 
130.683 706 0.2%
 
131.0756667 706 0.2%
 
130.6457931 706 0.2%
 
130.7196333 705 0.2%
 
130.4546207 705 0.2%
 
129.9845484 704 0.2%
 
Other values (2135) 414506 98.3%
 

Minimum 5 values

ValueCountFrequency (%) 
126.064 678 0.2%
 
126.0766452 679 0.2%
 
126.0854516 675 0.2%
 
126.0892903 682 0.2%
 
126.1019355 686 0.2%
 

Maximum 5 values

ValueCountFrequency (%) 
227.2328068 63 < 0.1%
 
227.214288 62 < 0.1%
 
227.1693919 63 < 0.1%
 
227.0369359 70 < 0.1%
 
227.0184166 69 < 0.1%
 

Date
Categorical

Distinct count143
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
2011-12-23
 
3027
2011-11-25
 
3021
2011-12-16
 
3013
Other values (140)
412509
Toggle details
ValueCountFrequency (%) 
2011-12-23 3027 0.7%
 
2011-11-25 3021 0.7%
 
2011-12-16 3013 0.7%
 
2011-12-09 3010 0.7%
 
2012-02-17 3007 0.7%
 
2011-12-30 3003 0.7%
 
2012-02-10 3001 0.7%
 
2011-12-02 2994 0.7%
 
2012-03-02 2990 0.7%
 
2012-10-12 2990 0.7%
 
Other values (133) 391514 92.9%
 
Max length10
Mean length10
Min length10
Contains charsFalse
Contains digitsTrue
Contains spacesFalse
Contains non-wordsTrue

Dept
Numeric

Distinct count81
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean44.26031739
Minimum1
Maximum99
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile4
Q118
Median37
Q374
95-th percentile95
Maximum99
Range98
Interquartile range56

Descriptive statistics

Standard deviation30.49205402
Coef of variation0.6889253358
Kurtosis-1.215570579
Mean44.26031739
MAD26.53702063
Skewness0.3582231935
Sum18658822
Variance929.7653581
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 5.5 6.5 13.5 ... 95.5 96.5 97.5 98.5 99. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
1 6435 1.5%
 
10 6435 1.5%
 
38 6435 1.5%
 
21 6435 1.5%
 
67 6435 1.5%
 
16 6435 1.5%
 
14 6435 1.5%
 
13 6435 1.5%
 
79 6435 1.5%
 
81 6435 1.5%
 
Other values (71) 357220 84.7%
 

Minimum 5 values

ValueCountFrequency (%) 
1 6435 1.5%
 
2 6435 1.5%
 
3 6435 1.5%
 
4 6435 1.5%
 
5 6347 1.5%
 

Maximum 5 values

ValueCountFrequency (%) 
99 862 0.2%
 
98 5836 1.4%
 
97 6278 1.5%
 
96 4854 1.2%
 
95 6435 1.5%
 

Fuel_Price
Numeric

Distinct count892
Unique (%)0.2%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean3.361026527
Minimum2.472
Maximum4.468
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum2.472
5-th percentile2.653
Q12.933
Median3.452
Q33.738
95-th percentile4.029
Maximum4.468
Range1.996
Interquartile range0.805

Descriptive statistics

Standard deviation0.4585145371
Coef of variation0.1364209813
Kurtosis-1.185404505
Mean3.361026527
MAD0.4031996485
Skewness-0.1049014956
Sum1416907.953
Variance0.2102355808
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[2.472 2.5135 2.517 2.536 2.5395 ... 4.2975 4.3045 4.3785 4.4585 4.468 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
3.638 2548 0.6%
 
3.63 2164 0.5%
 
2.771 1917 0.5%
 
3.891 1856 0.4%
 
3.594 1796 0.4%
 
3.524 1793 0.4%
 
3.523 1792 0.4%
 
2.72 1790 0.4%
 
3.666 1778 0.4%
 
2.78 1656 0.4%
 
Other values (882) 402480 95.5%
 

Minimum 5 values

ValueCountFrequency (%) 
2.472 38 < 0.1%
 
2.513 45 < 0.1%
 
2.514 906 0.2%
 
2.52 39 < 0.1%
 
2.533 42 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
4.468 368 0.1%
 
4.449 358 0.1%
 
4.308 168 < 0.1%
 
4.301 360 0.1%
 
4.294 363 0.1%
 

IsHoliday
Boolean

Distinct count2
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
False
391909
True
 
29661
Toggle details
ValueCountFrequency (%) 
False 391909 93.0%
 
True 29661 7.0%
 

MarkDown1
Numeric

Distinct count2278
Unique (%)0.5%
Missing (%)64.3%
Missing (n)270889
Infinite (%)0.0%
Infinite (n)0
Mean7246.420196
Minimum0.27
Maximum88646.76
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.27
5-th percentile149.19
Q12240.27
Median5347.45
Q39210.9
95-th percentile21801.35
Maximum88646.76
Range88646.49
Interquartile range6970.63

Descriptive statistics

Standard deviation8291.221345
Coef of variation1.144181695
Kurtosis17.60626321
Mean7246.420196
MAD5262.753849
Skewness3.341844686
Sum1091897842
Variance68744351.4
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.5 102 < 0.1%
 
460.73 102 < 0.1%
 
175.64 93 < 0.1%
 
1282.42 75 < 0.1%
 
9264.48 75 < 0.1%
 
686.24 75 < 0.1%
 
5924.71 75 < 0.1%
 
1483.17 75 < 0.1%
 
3242.59 74 < 0.1%
 
10671.71 74 < 0.1%
 
Other values (2267) 149861 35.5%
 
(Missing) 270889 64.3%
 

Minimum 5 values

ValueCountFrequency (%) 
0.27 51 < 0.1%
 
0.5 49 < 0.1%
 
1.5 102 < 0.1%
 
1.94 50 < 0.1%
 
2.12 52 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
88646.76 68 < 0.1%
 
78124.5 70 < 0.1%
 
75149.79 73 < 0.1%
 
65021.23 73 < 0.1%
 
62567.6 66 < 0.1%
 

MarkDown2
Numeric

Distinct count1500
Unique (%)0.4%
Missing (%)73.6%
Missing (n)310322
Infinite (%)0.0%
Infinite (n)0
Mean3334.628621
Minimum-265.76
Maximum104519.54
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-265.76
5-th percentile1.95
Q141.6
Median192
Q31926.94
95-th percentile16497.47
Maximum104519.54
Range104785.3
Interquartile range1885.34

Descriptive statistics

Standard deviation9475.357325
Coef of variation2.841503028
Kurtosis37.58956105
Mean3334.628621
MAD4690.43368
Skewness5.441261196
Sum370970764.8
Variance89782396.45
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
1.91 539 0.1%
 
3 493 0.1%
 
0.5 485 0.1%
 
1.5 471 0.1%
 
4 367 0.1%
 
6 365 0.1%
 
7.64 354 0.1%
 
3.82 353 0.1%
 
5.73 345 0.1%
 
19 345 0.1%
 
Other values (1489) 107131 25.4%
 
(Missing) 310322 73.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-265.76 71 < 0.1%
 
-192 72 < 0.1%
 
-20 72 < 0.1%
 
-10.98 60 < 0.1%
 
-10.5 143 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
104519.54 72 < 0.1%
 
97740.99 73 < 0.1%
 
92523.94 73 < 0.1%
 
89121.94 74 < 0.1%
 
82881.16 73 < 0.1%
 

MarkDown3
Numeric

Distinct count1663
Unique (%)0.4%
Missing (%)67.5%
Missing (n)284479
Infinite (%)0.0%
Infinite (n)0
Mean1439.421384
Minimum-29.1
Maximum141630.61
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-29.1
5-th percentile0.65
Q15.08
Median24.6
Q3103.99
95-th percentile1059.9
Maximum141630.61
Range141659.71
Interquartile range98.91

Descriptive statistics

Standard deviation9623.07829
Coef of variation6.685379553
Kurtosis77.68777203
Mean1439.421384
MAD2578.055572
Skewness8.399453018
Sum197331717
Variance92603635.78
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
3 754 0.2%
 
6 710 0.2%
 
2 660 0.2%
 
1 611 0.1%
 
0.22 487 0.1%
 
0.5 463 0.1%
 
0.01 444 0.1%
 
4 439 0.1%
 
3.2 379 0.1%
 
1.98 363 0.1%
 
Other values (1652) 131781 31.3%
 
(Missing) 284479 67.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-29.1 72 < 0.1%
 
-1 70 < 0.1%
 
-0.87 46 < 0.1%
 
-0.2 69 < 0.1%
 
0 67 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
141630.61 74 < 0.1%
 
109030.75 75 < 0.1%
 
103991.94 72 < 0.1%
 
101378.79 73 < 0.1%
 
89402.64 71 < 0.1%
 

MarkDown4
Numeric

Distinct count1945
Unique (%)0.5%
Missing (%)68.0%
Missing (n)286603
Infinite (%)0.0%
Infinite (n)0
Mean3383.168256
Minimum0.22
Maximum67474.85
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum0.22
5-th percentile28.76
Q1504.22
Median1481.31
Q33595.04
95-th percentile12645.96
Maximum67474.85
Range67474.63
Interquartile range3090.82

Descriptive statistics

Standard deviation6292.384031
Coef of variation1.859908688
Kurtosis29.99681491
Mean3383.168256
MAD3329.708762
Skewness4.847500037
Sum456616070
Variance39594096.79
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
9 280 0.1%
 
4 200 < 0.1%
 
2 197 < 0.1%
 
3 146 < 0.1%
 
47 143 < 0.1%
 
67.72 142 < 0.1%
 
17 141 < 0.1%
 
657.56 141 < 0.1%
 
8 140 < 0.1%
 
1330.36 140 < 0.1%
 
Other values (1934) 133297 31.6%
 
(Missing) 286603 68.0%
 

Minimum 5 values

ValueCountFrequency (%) 
0.22 57 < 0.1%
 
0.41 52 < 0.1%
 
0.46 48 < 0.1%
 
0.78 52 < 0.1%
 
0.87 49 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
67474.85 72 < 0.1%
 
57817.56 74 < 0.1%
 
57815.43 68 < 0.1%
 
53603.99 72 < 0.1%
 
52739.02 72 < 0.1%
 

MarkDown5
Numeric

Distinct count2294
Unique (%)0.5%
Missing (%)64.1%
Missing (n)270138
Infinite (%)0.0%
Infinite (n)0
Mean4628.975079
Minimum135.16
Maximum108519.28
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum135.16
5-th percentile715.52
Q11878.44
Median3359.45
Q35563.8
95-th percentile11269.24
Maximum108519.28
Range108384.12
Interquartile range3685.36

Descriptive statistics

Standard deviation5962.887455
Coef of variation1.288165815
Kurtosis107.8492655
Mean4628.975079
MAD2989.7584
Skewness8.169909544
Sum700974954.2
Variance35556026.8
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
ValueCountFrequency (%) 
2743.18 136 < 0.1%
 
1064.56 120 < 0.1%
 
9083.54 75 < 0.1%
 
20371.02 75 < 0.1%
 
3567.03 75 < 0.1%
 
4180.29 75 < 0.1%
 
3557.67 75 < 0.1%
 
986.23 74 < 0.1%
 
1773.53 74 < 0.1%
 
14660.97 74 < 0.1%
 
Other values (2283) 150579 35.7%
 
(Missing) 270138 64.1%
 

Minimum 5 values

ValueCountFrequency (%) 
135.16 65 < 0.1%
 
153.04 47 < 0.1%
 
153.9 49 < 0.1%
 
164.08 52 < 0.1%
 
170.64 69 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
108519.28 68 < 0.1%
 
105223.11 70 < 0.1%
 
85851.87 68 < 0.1%
 
63005.58 69 < 0.1%
 
58068.14 69 < 0.1%
 

Size
Numeric

Distinct count40
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean136727.9157
Minimum34875
Maximum219622
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum34875
5-th percentile39690
Q193638
Median140167
Q3202505
95-th percentile206302
Maximum219622
Range184747
Interquartile range108867

Descriptive statistics

Standard deviation60980.58333
Coef of variation0.4459995093
Kurtosis-1.206345903
Mean136727.9157
MAD52517.08823
Skewness-0.3258497665
Sum5.764038744e+10
Variance3718631543
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=40)
Histogram
Histogram with variable size bins (bins=[ 34875. 36133.5 38541. 39800. 40486. ... 204001.5 206082.5 206900.5 213560.5 219622. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
39690 20802 4.9%
 
39910 20597 4.9%
 
203819 20376 4.8%
 
219622 10474 2.5%
 
126512 10315 2.4%
 
205863 10272 2.4%
 
151315 10244 2.4%
 
202307 10238 2.4%
 
204184 10225 2.4%
 
158114 10224 2.4%
 
Other values (30) 287803 68.3%
 

Minimum 5 values

ValueCountFrequency (%) 
34875 8999 2.1%
 
37392 9036 2.1%
 
39690 20802 4.9%
 
39910 20597 4.9%
 
41062 6751 1.6%
 

Maximum 5 values

ValueCountFrequency (%) 
219622 10474 2.5%
 
207499 10062 2.4%
 
206302 10113 2.4%
 
205863 10272 2.4%
 
204184 10225 2.4%
 

Store
Numeric

Distinct count45
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean22.20054558
Minimum1
Maximum45
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum1
5-th percentile3
Q111
Median22
Q333
95-th percentile43
Maximum45
Range44
Interquartile range22

Descriptive statistics

Standard deviation12.78529739
Coef of variation0.5759001437
Kurtosis-1.146502781
Mean22.20054558
MAD10.99608175
Skewness0.07776250175
Sum9359084
Variance163.4638293
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=45)
Histogram
Histogram with variable size bins (bins=[ 1. 1.5 2.5 3.5 4.5 ... 38.5 41.5 43.5 44.5 45. ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
13 10474 2.5%
 
10 10315 2.4%
 
4 10272 2.4%
 
1 10244 2.4%
 
2 10238 2.4%
 
24 10228 2.4%
 
27 10225 2.4%
 
34 10224 2.4%
 
20 10214 2.4%
 
6 10211 2.4%
 
Other values (35) 318925 75.7%
 

Minimum 5 values

ValueCountFrequency (%) 
1 10244 2.4%
 
2 10238 2.4%
 
3 9036 2.1%
 
4 10272 2.4%
 
5 8999 2.1%
 

Maximum 5 values

ValueCountFrequency (%) 
45 9637 2.3%
 
44 7169 1.7%
 
43 6751 1.6%
 
42 6953 1.6%
 
41 10088 2.4%
 

Temperature
Numeric

Distinct count3528
Unique (%)0.8%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean60.09005873
Minimum-2.06
Maximum100.14
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum-2.06
5-th percentile27.31
Q146.68
Median62.09
Q374.28
95-th percentile87.27
Maximum100.14
Range102.2
Interquartile range27.6

Descriptive statistics

Standard deviation18.44793115
Coef of variation0.3070047115
Kurtosis-0.6359219778
Mean60.09005873
MAD15.37733082
Skewness-0.321404152
Sum25332166.06
Variance340.3261636
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ -2.06 5.885 9.53 10.1 10.175 ... 97.905 99.21 99.44 100.105 100.14 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
50.43 709 0.2%
 
67.87 646 0.2%
 
72.62 594 0.1%
 
76.67 583 0.1%
 
70.28 563 0.1%
 
76.03 555 0.1%
 
50.56 544 0.1%
 
64.05 542 0.1%
 
64.21 519 0.1%
 
50.81 487 0.1%
 
Other values (3518) 415828 98.6%
 

Minimum 5 values

ValueCountFrequency (%) 
-2.06 69 < 0.1%
 
5.54 68 < 0.1%
 
6.23 69 < 0.1%
 
7.46 69 < 0.1%
 
9.51 70 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
100.14 44 < 0.1%
 
100.07 46 < 0.1%
 
99.66 48 < 0.1%
 
99.22 185 < 0.1%
 
99.2 46 < 0.1%
 

Type
Categorical

Distinct count3
Unique (%)< 0.1%
Missing (%)0.0%
Missing (n)0
A
215478
B
163495
C
 
42597
Toggle details
ValueCountFrequency (%) 
A 215478 51.1%
 
B 163495 38.8%
 
C 42597 10.1%
 
Max length1
Mean length1
Min length1
Contains charsTrue
Contains digitsFalse
Contains spacesFalse
Contains non-wordsFalse

Unemployment
Numeric

Distinct count349
Unique (%)0.1%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean7.960288695
Minimum3.879
Maximum14.313
Zeros (%)0.0%
Mini histogram

Quantile statistics

Minimum3.879
5-th percentile5.326
Q16.891
Median7.866
Q38.572
95-th percentile12.187
Maximum14.313
Range10.434
Interquartile range1.681

Descriptive statistics

Standard deviation1.863296038
Coef of variation0.2340739275
Kurtosis2.73121663
Mean7.960288695
MAD1.283045348
Skewness1.183742568
Sum3355818.905
Variance3.471872127
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[ 3.879 3.978 4.101 4.135 4.2085 ... 13.998 14.06 14.1395 14.2465 14.313 ], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
8.099 5152 1.2%
 
8.163 3636 0.9%
 
7.852 3614 0.9%
 
7.343 3416 0.8%
 
7.057 3414 0.8%
 
7.931 3400 0.8%
 
7.441 3397 0.8%
 
6.565 3370 0.8%
 
8.2 3361 0.8%
 
6.891 3360 0.8%
 
Other values (339) 385450 91.4%
 

Minimum 5 values

ValueCountFrequency (%) 
3.879 287 0.1%
 
4.077 938 0.2%
 
4.125 1831 0.4%
 
4.145 562 0.1%
 
4.156 1815 0.4%
 

Maximum 5 values

ValueCountFrequency (%) 
14.313 2636 0.6%
 
14.18 2423 0.6%
 
14.099 2441 0.6%
 
14.021 2263 0.5%
 
13.975 1529 0.4%
 

Weekly_Sales
Numeric

Distinct count359464
Unique (%)85.3%
Missing (%)0.0%
Missing (n)0
Infinite (%)0.0%
Infinite (n)0
Mean15981.25812
Minimum-4988.94
Maximum693099.36
Zeros (%)< 0.1%
Mini histogram

Quantile statistics

Minimum-4988.94
5-th percentile59.9745
Q12079.65
Median7612.03
Q320205.8525
95-th percentile61201.951
Maximum693099.36
Range698088.3
Interquartile range18126.2025

Descriptive statistics

Standard deviation22711.18352
Coef of variation1.421113616
Kurtosis21.49128991
Mean15981.25812
MAD15161.44355
Skewness3.262008185
Sum6737218987
Variance515797856.8
Memory size6.4 MiB
Histogram
Histogram with fixed size bins (bins=50)
Histogram
Histogram with variable size bins (bins=[-4.9889400e+03 -1.2097400e+03 -4.9950000e+02 -4.9700000e+02 -1.9947500e+02 ... 1.8695790e+05 2.0850523e+05 2.7312812e+05 4.2144641e+05 6.9309936e+05], "bayesian blocks" binning strategy used)
ValueCountFrequency (%) 
10 353 0.1%
 
5 289 0.1%
 
20 232 0.1%
 
15 215 0.1%
 
12 175 < 0.1%
 
1 169 < 0.1%
 
10.47 167 < 0.1%
 
11.97 154 < 0.1%
 
2 148 < 0.1%
 
7 146 < 0.1%
 
Other values (359454) 419522 99.5%
 

Minimum 5 values

ValueCountFrequency (%) 
-4988.94 1 < 0.1%
 
-3924 1 < 0.1%
 
-1750 1 < 0.1%
 
-1699 1 < 0.1%
 
-1321.48 1 < 0.1%
 

Maximum 5 values

ValueCountFrequency (%) 
693099.36 1 < 0.1%
 
649770.18 1 < 0.1%
 
630999.19 1 < 0.1%
 
627962.93 1 < 0.1%
 
474330.1 1 < 0.1%
 

Correlations

Pearson's r
Spearman's ρ
Kendall's τ
Phik (φ<sub><em>k</em></sub>)
Cramér's V (φ<sub><em>c</em></sub>)
Recoded

Missing values

Count
Matrix
Heatmap
Dendrogram

Sample

First rows

CPIDateDeptFuel_PriceIsHolidayMarkDown1MarkDown2MarkDown3MarkDown4MarkDown5SizeStoreTemperatureTypeUnemploymentWeekly_Sales
0211.0963582010-02-0512.572FalseNaNNaNNaNNaNNaN151315142.31A8.10624924.50
1211.0963582010-02-0522.572FalseNaNNaNNaNNaNNaN151315142.31A8.10650605.27
2211.0963582010-02-0532.572FalseNaNNaNNaNNaNNaN151315142.31A8.10613740.12
3211.0963582010-02-0542.572FalseNaNNaNNaNNaNNaN151315142.31A8.10639954.04
4211.0963582010-02-0552.572FalseNaNNaNNaNNaNNaN151315142.31A8.10632229.38
5211.0963582010-02-0562.572FalseNaNNaNNaNNaNNaN151315142.31A8.1065749.03
6211.0963582010-02-0572.572FalseNaNNaNNaNNaNNaN151315142.31A8.10621084.08
7211.0963582010-02-0582.572FalseNaNNaNNaNNaNNaN151315142.31A8.10640129.01
8211.0963582010-02-0592.572FalseNaNNaNNaNNaNNaN151315142.31A8.10616930.99
9211.0963582010-02-05102.572FalseNaNNaNNaNNaNNaN151315142.31A8.10630721.50

Last rows

CPIDateDeptFuel_PriceIsHolidayMarkDown1MarkDown2MarkDown3MarkDown4MarkDown5SizeStoreTemperatureTypeUnemploymentWeekly_Sales
421560192.3088992012-10-26853.882False4018.9158.08100.0211.94858.331182214558.85B8.6671689.10
421561192.3088992012-10-26873.882False4018.9158.08100.0211.94858.331182214558.85B8.6678187.66
421562192.3088992012-10-26903.882False4018.9158.08100.0211.94858.331182214558.85B8.66725352.32
421563192.3088992012-10-26913.882False4018.9158.08100.0211.94858.331182214558.85B8.66716330.84
421564192.3088992012-10-26923.882False4018.9158.08100.0211.94858.331182214558.85B8.66754608.75
421565192.3088992012-10-26933.882False4018.9158.08100.0211.94858.331182214558.85B8.6672487.80
421566192.3088992012-10-26943.882False4018.9158.08100.0211.94858.331182214558.85B8.6675203.31
421567192.3088992012-10-26953.882False4018.9158.08100.0211.94858.331182214558.85B8.66756017.47
421568192.3088992012-10-26973.882False4018.9158.08100.0211.94858.331182214558.85B8.6676817.48
421569192.3088992012-10-26983.882False4018.9158.08100.0211.94858.331182214558.85B8.6671076.80